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Książka Principles of High-Performance Processor Design Junichiro Makino

Principles of High-Performance Processor Design

For High Performance Computing, Deep Neural Networks and Data Science

Autor: Junichiro Makino
Język: Angielski
Oprawa: Miękka
Wydawca: Springer Nature Switzerland AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
721.88 zł
This book describes how we can design and make efficient processors for high-performance computing,...

Informacje o książce

Autor
Junichiro Makino
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2022
strony
160
EAN
9783030768737
Enbook ID
39498960
Wydawca
Springer Nature Switzerland AG
Waga
279
Wymiary
155 x 235 x 10

Pełny opis

This book describes how we can design and make efficient processors for high-performance computing, AI, and data science. Although there are many textbooks on the design of processors we do not have a widely accepted definition of the efficiency of a general-purpose computer architecture. Without a definition of the efficiency, it is difficult to make scientific approach to the processor design. In this book, a clear definition of efficiency is given and thus a scientific approach for processor design is made possible. In chapter 2, the history of the development of high-performance processor is overviewed, to discuss what quantity we can use to measure the efficiency of these processors. The proposed quantity is the ratio between the minimum possible energy consumption and the actual energy consumption for a given application using a given semiconductor technology. In chapter 3, whether or not this quantity can be used in practice is discussed, for many real-world applications. In chapter 4, general-purpose processors in the past and present are discussed from this viewpoint. In chapter 5, how we can actually design processors with near-optimal efficiencies is described, and in chapter 6 how we can program such processors. This book gives a new way to look at the field of the design of high-performance processors.

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